Neural ODE based synthesis.

sdv-dev / SDV

Synthetic data generation for tabular data

https://docs.sdv.dev/sdv

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Neural ODE based synthesis. #514

Open onacrame opened 3 years ago

onacrame commented 3 years ago

Interesting architecture for consideration for inclusion in this package:

https://arxiv.org/pdf/2105.14969.pdf

npatki commented 2 years ago

Hi @onacrame, thanks for filing the request.

To help us prioritize, it would be great if you could describe a bit more about your use case. How are you planning to use the synthetic data and how would you know if you're successful?

I'm curious if you're noticing any issues with any of the existing SDV models that you think the OCT-GAN may be more suited to solve?